概率反馈动态频谱分配策略及性能分析

金顺福; 葛世英; 霍占强

doi:10.11959/j.issn.1000-436x.2015170

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概率反馈动态频谱分配策略及性能分析

学术论文 | 更新时间：2024-06-05

- 概率反馈动态频谱分配策略及性能分析
- Dynamic spectrum allocation strategy with probabilistic feedback mechanism and performance analysis
- 通信学报 2015年36卷第7期页码：10-17
- 作者机构：
  
  1. 燕山大学信息科学与工程学院，河北秦皇岛 066004
  2. 河北省计算机虚拟技术与系统集成重点实验室，河北秦皇岛 066004
  3. 河南理工大学计算机科学与技术学院，河南焦作 454000
- 作者简介：
  
  [ "金顺福（1966-），女，朝鲜族，内蒙古满洲里人，燕山大学教授、博士生导师，主要研究方向为网络资源分配与优化、排队论研究与应用等。" ]
  [ "葛世英（1989-），女，河北满城人，燕山大学硕士生，主要研究方向为网络资源分配与优化。" ]
  [ "霍占强（1979-），男，河北邯郸人，河南理工大学副教授、硕士生导师，主要研究方向为计算机系统及网络的性能分析、离散时间排队理论、计算机网络协议的分析。" ]
- 基金信息：
  
  国家自然科学基金资助项目;TheNationalNaturalScienceFoundationofChina(61472342);国家自然科学基金资助项目;The National Natural Science Foundation of China(11201408);河北省自然科学基金资助项目;The Natural Science Foundation of Hebei Province(2012203093)
- DOI：10.11959/j.issn.1000-436x.2015170
  中图分类号： TP393
- 网络出版日期：2015-07，
  
  纸质出版日期：2015-07-25
- 稿件说明：
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金顺福, 葛世英, 霍占强. 概率反馈动态频谱分配策略及性能分析[J]. 通信学报, 2015,36(7):10-17.

Shun-fu JIN, Shi-ying GE, Zhan-qiang HUO. Dynamic spectrum allocation strategy with probabilistic feedback mechanism and performance analysis[J]. Journal on communications, 2015, 36(7): 10-17.
金顺福, 葛世英, 霍占强. 概率反馈动态频谱分配策略及性能分析[J]. 通信学报, 2015,36(7):10-17. DOI： 10.11959/j.issn.1000-436x.2015170.

Shun-fu JIN, Shi-ying GE, Zhan-qiang HUO. Dynamic spectrum allocation strategy with probabilistic feedback mechanism and performance analysis[J]. Journal on communications, 2015, 36(7): 10-17. DOI： 10.11959/j.issn.1000-436x.2015170.

摘要

为了折衷认知用户吞吐量与平均时延，并适应多种网络业务需求，在认知无线电网络中引入概率反馈机制和能量检测阈值，提出一种新的动态频谱分配策略。针对认知用户的非理想感知结果，建立一种2类用户可能相互干扰的优先级排队模型，并构造状态转移概率矩阵。采用矩阵几何解方法求出系统的稳态分布，给出信道利用率、认知用户吞吐量、认知用户平均延迟及授权用户干扰率等性能指标的表达式。通过数值实验和系统仿真验证所提动态频谱分配策略性的有效性，并给出能量检测阈值的优化设置方案。

Abstract

By introducing probabilistic feedback mechanism and energy detection threshold to cognitive radio networks

a novel dynamic spectrum allocation strategy is proposed to trade off the throughput and average delay of secondary users

as well as meet various network requirements.Considering the imperfect sensing results of secondary users

a kind of priority queueing model is established

in which two classes of users may interfere with each other

then the state transition probability matrix is constructed.Employing the method of matrix-geometric solution

the stationary distribution of system model is derived.Accordingly

the expressions for the performance measures in terms of channel utilization

throughput of secondary users

average delay of secondary users and interference ratio of primary users are given.With numerical experiments and system simulations

the effectiveness of the proposed dynamic spectrum allocation strategy is verified.Finally

the optimal design of energy detection threshold is provided.

关键词

Keywords

references

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BHOWMICK A , DAS M K , BISWAS J , et al . Throughput optimization with cooperative spectrum sensing in cognitive radio network [A ] . International Advance Computing Conference [C ] . Gurgaon,India , 2014 . 329 - 332 .

张晶 , 陆音 , 高西奇等 . 主用户干扰约束下的机会频谱接入感知传输时隙优化调度 [J ] . 通信学报 , 2013 , 34 ( 12 ): 42 - 48 .

ZHANG J , LU Y , GAO X Q , et al . Sensing-then-transmission slot scheduling optimization for opportunistic spectrum access under the interference constraint of primary users [J ] . Journal on Communications , 2013 , 34 ( 12 ): 42 - 48 .

LIANG Y C , ZENG Y , PEH E C Y , et al . Sensing-throughput tradeoff for cognitive radio networks [J ] . IEEE Transactions on Wireless Communications , 2008 , 7 ( 4 ): 1326 - 1337 .

ALFA A S . Queueing Theory for Telecommunications [M ] . New York : Springer Science+Business Media,LLCPress , 2010 . 118 - 121 .

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